Muning Wen
Scholar

Muning Wen

Google Scholar ID: Zt1WFtQAAAAJ
Research Assistant Professor, Shanghai Jiao Tong University
(multi-agent) reinforcement learninglanguage agent/LLM-based agent
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Citations & Impact
All-time
Citations
1,591
 
H-index
13
 
i10-index
16
 
Publications
20
 
Co-authors
14
list available
Contact
No contact links provided.
Publications
16 items
From Test-Time Scaling to Reusable Memory: Measuring Crystallization in Text-to-SQL
2026
Cited
0
MAPLE-Guard: Memory-Aware Link Enforcement Against Memory-Link Poisoning in Multi-Agent Systems
2026
Cited
0
Position: Agentic AI System Is a Foreseeable Pathway to AGI
2026
Cited
0
MemQ: Integrating Q-Learning into Self-Evolving Memory Agents over Provenance DAGs
2026
Cited
0
CreativeGame:Toward Mechanic-Aware Creative Game Generation
2026
Cited
0
Towards Cold-Start Drafting and Continual Refining: A Value-Driven Memory Approach with Application to NPU Kernel Synthesis
2026
Cited
0
Understanding Agent Scaling in LLM-Based Multi-Agent Systems via Diversity
2026
Cited
0
MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory
arXiv.org · 2026
Cited
6
Resume (English only)
Co-authors
14 total
Weinan Zhang
Weinan Zhang
Professor, Shanghai Jiao Tong University
Ying Wen
Ying Wen
Associate Professor, Shanghai Jiao Tong University
Jun Wang
Jun Wang
Professor, Computer Science, University College London
Yaodong Yang
Yaodong Yang
Boya (博雅) Assistant Professor at Peking University
Jakub Grudzien Kuba
Jakub Grudzien Kuba
UC Berkeley
Ziyu Wan
Ziyu Wan
Shanghai Jiao Tong University
Haifeng Zhang
Haifeng Zhang
Institute of Automation, Chinese Academy of Sciences
Runji Lin
Runji Lin
Institute of Automation, Chinese Academy of Sciences